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Hybrid neural-mechanistic modeling of leptospirosis transmission with environmental drivers: Evidence from Thailand.

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Title: Hybrid neural-mechanistic modeling of leptospirosis transmission with environmental drivers: Evidence from Thailand.
Authors: Khumphairan S; Institute for Mathematics, Heidelberg University, Heidelberg, Germany., Chadsuthi S; Department of Physics, Faculty of Science, Naresuan University, Phitsanulok, Thailand. Electronic address: sudaratc@nu.ac.th., Fransson P; Interdisciplinary Center for Scientific Computing, Heidelberg University, Heidelberg, Germany., Liu Y; Interdisciplinary Center for Scientific Computing, Heidelberg University, Heidelberg, Germany., Modchang C; Biophysics Group, Department of Physics, Faculty of Science, Mahidol University, Bangkok, Thailand; Center for Disease Modeling, Faculty of Science, Mahidol University, Bangkok, Thailand; Centre of Excellence in Mathematics, MHESI, Bangkok, Thailand., Rocklöv J; Interdisciplinary Center for Scientific Computing, Heidelberg University, Heidelberg, Germany; Heidelberg Institute of Global Health, Heidelberg University, Heidelberg, Germany; Department of Epidemiology and Global Health, Umeå University, Umeå, Sweden., Kostina E; Institute for Mathematics, Heidelberg University, Heidelberg, Germany.
Source: Computers in biology and medicine [Comput Biol Med] 2026 May 01; Vol. 207, pp. 111632. Date of Electronic Publication: 2026 Mar 20.
Publication Type: Journal Article
Journal Info: Publisher: Elsevier Country of Publication: United States NLM ID: 1250250 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 1879-0534 (Electronic) Linking ISSN: 00104825 NLM ISO Abbreviation: Comput Biol Med Subsets: MEDLINE
Database: MEDLINE Ultimate
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  Data: <searchLink fieldCode="AU" term="%22Khumphairan+S%22">Khumphairan S</searchLink>; Institute for Mathematics, Heidelberg University, Heidelberg, Germany.<br /><searchLink fieldCode="AU" term="%22Chadsuthi+S%22">Chadsuthi S</searchLink>; Department of Physics, Faculty of Science, Naresuan University, Phitsanulok, Thailand. Electronic address: sudaratc@nu.ac.th.<br /><searchLink fieldCode="AU" term="%22Fransson+P%22">Fransson P</searchLink>; Interdisciplinary Center for Scientific Computing, Heidelberg University, Heidelberg, Germany.<br /><searchLink fieldCode="AU" term="%22Liu+Y%22">Liu Y</searchLink>; Interdisciplinary Center for Scientific Computing, Heidelberg University, Heidelberg, Germany.<br /><searchLink fieldCode="AU" term="%22Modchang+C%22">Modchang C</searchLink>; Biophysics Group, Department of Physics, Faculty of Science, Mahidol University, Bangkok, Thailand; Center for Disease Modeling, Faculty of Science, Mahidol University, Bangkok, Thailand; Centre of Excellence in Mathematics, MHESI, Bangkok, Thailand.<br /><searchLink fieldCode="AU" term="%22Rocklöv+J%22">Rocklöv J</searchLink>; Interdisciplinary Center for Scientific Computing, Heidelberg University, Heidelberg, Germany; Heidelberg Institute of Global Health, Heidelberg University, Heidelberg, Germany; Department of Epidemiology and Global Health, Umeå University, Umeå, Sweden.<br /><searchLink fieldCode="AU" term="%22Kostina+E%22">Kostina E</searchLink>; Institute for Mathematics, Heidelberg University, Heidelberg, Germany.
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  Data: <searchLink fieldCode="JN" term="%221250250%22">Computers in biology and medicine</searchLink> [Comput Biol Med] 2026 May 01; Vol. 207, pp. 111632. <i>Date of Electronic Publication: </i>2026 Mar 20.
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        Value: 10.1016/j.compbiomed.2026.111632
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              Text: 2026 May 01
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